Stefan Windmann

According to our database, Stefan Windmann authored at least 29 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fault detection in automated production systems based on a long short-term memory autoencoder.

Stefan Windmann, Tim Westerhold

Autom., January, 2024

Quantum computer-aided job scheduling for storage and retrieval systems.

Stefan Windmann

Autom., January, 2024

2023

Optimization of a High Storage System with two Cranes per Aisle.

Niels Grüttemeier, Andreas Bunte, Stefan Windmann

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022

Data-Driven Fault Detection in Industrial Batch Processes Based on a Stochastic Hybrid Process Model.

Stefan Windmann

IEEE Trans Autom. Sci. Eng., 2022

Learning Petri net models from sensor data of conveying systems based on the merging of prefix and postfix trees.

Stefan Windmann

Autom., 2022

2021

An Ensemble of Benchmarks for the Evaluation of AI Methods for Fault Handling in CPPS.

Kaja Balzereit, Alexander Diedrich, Jonas Ginster, Stefan Windmann, Oliver Niggemann

Proceedings of the 19th IEEE International Conference on Industrial Informatics, 2021

2019

Model-based routing in flexible manufacturing systems.

Stefan Windmann, Kaja Balzereit, Oliver Niggemann

Autom., 2019

Scalable Analytics Platform for Machine Learning in Smart Production Systems.

Khaled Al-Gumaei, Arthur Müller, Jan Nicolas Weskamp, Claudio Santo Longo, Florian Pethig, Stefan Windmann

Proceedings of the 24th IEEE International Conference on Emerging Technologies and Factory Automation, 2019

2018

Computation of energy efficient driving speeds in conveying systems.

Stefan Windmann, Oliver Niggemann, Heiko Stichweh

Autom., 2018

Information Retrieval in Industrial Production Environments.

Stefan Windmann, Oliver Niggemann

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

2017

A self-configurable fault detection system for Industrial Ethernet networks.

Stefan Windmann, Oliver Niggemann

Autom., 2017

A novel self-configuration method for RFID systems in industrial production environments.

Stefan Windmann, Oliver Niggemann, Holger Ruwe, Friedrich Becker

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

Learning parallel automata of PLCs.

Stefan Windmann, Dorota Lang, Oliver Niggemann

Proceedings of the 22nd IEEE International Conference on Emerging Technologies and Factory Automation, 2017

2016

A GPU-based method for robust and efficient fault detection in industrial automation processes.

Stefan Windmann, Oliver Niggemann

Proceedings of the 14th IEEE International Conference on Industrial Informatics, 2016

2015

Evaluation of Model-Based Condition Monitoring Systems in Industrial Application Cases.

Stefan Windmann, Jens Eickmeyer, Florian Jungbluth, Johann Badinger, Oliver Niggemann

Proceedings of the Machine Learning for Cyber Physical Systems, 2015

Efficient fault detection for industrial automation processes with observable process variables.

Stefan Windmann, Oliver Niggemann

Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

Energy efficiency optimization by automatic coordination of motor speeds in conveying systems.

Stefan Windmann, Oliver Niggemann, Heiko Stichweh

Proceedings of the IEEE International Conference on Industrial Technology, 2015

Automatic model separation and application for diagnosis in industrial automation systems.

Stefan Windmann, Oliver Niggemann

Proceedings of the IEEE International Conference on Industrial Technology, 2015

MapReduce algorithms for efficient generation of CPS models from large historical data sets.

Stefan Windmann, Oliver Niggemann

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

A HMM-based fault detection method for piecewise stationary industrial processes.

Stefan Windmann, Florian Jungbluth, Oliver Niggemann

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

An FPGA based FIFO with efficient memory management.

Stefan Windmann, Jürgen Jasperneite

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2013

A stochastic method for the detection of anomalous energy consumption in hybrid industrial systems.

Stefan Windmann, Shuo Jiao, Oliver Niggemann, Holger Borcherding

Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

The importance of model-learning for the analysis of the energy consumption of production plants.

Syed Shiraz Gilani, Stefan Windmann, Florian Pethig, Björn Kroll, Oliver Niggemann

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013

2009

Parameter Estimation of a State-Space Model of Noise for Robust Speech Recognition.

Stefan Windmann, Reinhold Haeb-Umbach

IEEE Trans. Speech Audio Process., 2009

Approaches to Iterative Speech Feature Enhancement and Recognition.

Stefan Windmann, Reinhold Haeb-Umbach

IEEE Trans. Speech Audio Process., 2009

2008

Ausnutzung zeitlicher Redundanzen der cepstralen Sprachmerkmale für die automatische Spracherkennung.

Stefan Windmann

PhD thesis, 2008

Modeling the dynamics of speech and noise for speech feature enhancement in ASR.

Stefan Windmann, Reinhold Haeb-Umbach

Proceedings of the IEEE International Conference on Acoustics, 2008

2007

An approach to iterative speech feature enhancement and recognition.

Stefan Windmann, Reinhold Haeb-Umbach

Proceedings of the INTERSPEECH 2007, 2007

2006

Iterative Speech Enhancement using a Non-Linear Dynamic State Model of Speech and its Parameters.

Stefan Windmann, Reinhold Haeb-Umbach

Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006